MCP Perception MCP Server

com.geiant/mcp-perception

answering

MCP Perception is answering right now. Last checked 3 min ago. It exposes 8 tools. Last commit 4 Aug 2026.

Geospatial AI MCP server — satellite imagery, embeddings, weather, GNS governance

Uptime history 47 hours of history

47 hours agonow

100.0%

Uptime 24h

92 of 92 checks

Tools

read from the server

286 ms

Response time

average over 24h

Stars

last commit 4 Aug 2026

Connect this server

Endpoint below is the one we actually reach during checks — not the one copied from a README. Last verified 3 min ago.

Claude Code Claude Desktop Codex Cursor VS Code

run in your terminal

claude mcp add mcp-perception --transport http https://packagesmcp-perception-production.up.railway.app/mcp

~/Library/Application Support/Claude/claude_desktop_config.json

{
  "mcpServers": {
    "mcp-perception": {
      "url": "https://packagesmcp-perception-production.up.railway.app/mcp"
    }
  }
}

~/.codex/config.toml

[mcp_servers.mcp-perception]
url = "https://packagesmcp-perception-production.up.railway.app/mcp"

.cursor/mcp.json

{
  "mcpServers": {
    "mcp-perception": {
      "url": "https://packagesmcp-perception-production.up.railway.app/mcp"
    }
  }
}

.vscode/mcp.json

{
  "mcpServers": {
    "mcp-perception": {
      "url": "https://packagesmcp-perception-production.up.railway.app/mcp"
    }
  }
}

Available tools 8

Read directly from the server with tools/list, grouped by what they act on. If a tool disappears, we record the date.

gns

gns_get_compliance_report

Returns a full EU AI Act compliance report for a GNS agent, including trust score, chain verification, Merkle epoch proofs, delegation certificate, and regulatory status.

gns_get_trust_score

Get the current TierGate trust tier and score for an agent. Tiers: provisioned (0%) → observed (25%) → trusted (60%) → certified (85%) → sovereign (99%). Omit agent_pk to query the server's own agent.

gns_roll_epoch

Roll all pending breadcrumbs into a new sealed epoch with a Merkle root. Returns { epoch_index, merkle_root, block_count, epoch_hash }. Call this at the end of a session to produce a tamper-evident compliance snapshot.

gns_verify_chain

Verify the cryptographic integrity of an agent's breadcrumb chain. Returns { is_valid, block_count, issues[] } plus epoch Merkle roots. A valid chain proves no audit records have been tampered with.

perception

perception_classify

Run Prithvi-EO-2.0-300M-TL-Sen1Floods11 flood classification on a Sentinel-2 tile previously fetched by perception_fetch_tile. Sends the 6-band chip to a RunPod endpoint and returns: dominant_class, flood_pixel_pct, confidence, class_counts, and the full perception_chain. The perception chain is written to Spatial Memory and a signed audit breadcrumb is dropped to the agent trail.

perception_embed

[Sub-phase 4.2 — NOT YET IMPLEMENTED] Will generate Clay v1.5 embeddings.

perception_fetch_tile

Fetch the least-cloudy Sentinel-2 L2A tile covering a given H3 cell from Microsoft Planetary Computer. Returns signed COG band URLs for all 6 Prithvi/Clay spectral bands (B02 Blue, B03 Green, B04 Red, B8A NIR, B11 SWIR1, B12 SWIR2), plus tile metadata. The tile is cached in memory for subsequent perception_classify or perception_embed calls.

perception_weather

Query atmospheric conditions for an H3 cell at a given timestamp from Open-Meteo ERA5. Returns wind, precipitation, temperature. Writes to Spatial Memory and drops a signed audit breadcrumb.

Endpoints

URL	Transport	State	Latency	Checked
https://packagesmcp-perception-production.up.railway.app/mcp	streamable-http	answering	269 ms	3 min ago

MCP Perception — questions

Answers built from our own checks of this server.

What can MCP Perception do?

It exposes 8 tools, read directly from the server on our last check. Among them: gns_get_compliance_report, gns_get_trust_score, gns_roll_epoch, gns_verify_chain, perception_classify, perception_embed and 2 more. The full list with descriptions is on this page — we take it from the server itself via tools/list, not from a README. How MCP servers expose tools in the first place →

What is MCP Perception mostly used for?

Its tools cluster around gns and perception. That is what this server is built to work with — the grouping comes from the actual tool names, not from a category we assigned.

Is MCP Perception working right now?

We send a real MCP handshake every 15 minutes. Over the last 24 hours 92 of 92 checks got a reply (100.0%), average response time 286 ms. The bar chart above shows every period we have measured.

How do I connect MCP Perception?

Copy the ready config from this page — we generate it for Claude Code, Claude Desktop, Codex, Cursor and VS Code, each with the file path that client actually reads. It is a remote server, so there is nothing to install — the client connects to the address.

Does MCP Perception need an API key?

No. MCP Perception completed a full MCP handshake with us as an anonymous client and listed its tools without asking for anything. All 8 of them are readable on this page. This is what we observed, not what the docs claim.

How fast is MCP Perception?

It answers our handshake in 286 ms on average, which is faster than 48% of all working MCP servers we measure. The comparison comes from our own checks across the whole registry, every 15 minutes.

Is MCP Perception open source?

Yes — written in TypeScript and 0 stars on GitHub. The source link is on this page, so you can read exactly what it does with your data before you connect it.